From 9d3e158f48e3e965d67f154e05faaaf1cadbb836 Mon Sep 17 00:00:00 2001
From: Gustaf Rydholm <gustaf.rydholm@gmail.com>
Date: Sun, 10 Oct 2021 18:05:44 +0200
Subject: Update configs

---
 training/conf/callbacks/wandb/checkpoints.yaml     | 4 ++++
 training/conf/callbacks/wandb/config.yaml          | 2 ++
 training/conf/callbacks/wandb/predictions.yaml     | 3 +++
 training/conf/callbacks/wandb/reconstructions.yaml | 4 ++++
 training/conf/callbacks/wandb/swa.yaml             | 7 +++++++
 training/conf/callbacks/wandb/watch.yaml           | 4 ++++
 6 files changed, 24 insertions(+)
 create mode 100644 training/conf/callbacks/wandb/checkpoints.yaml
 create mode 100644 training/conf/callbacks/wandb/config.yaml
 create mode 100644 training/conf/callbacks/wandb/predictions.yaml
 create mode 100644 training/conf/callbacks/wandb/reconstructions.yaml
 create mode 100644 training/conf/callbacks/wandb/swa.yaml
 create mode 100644 training/conf/callbacks/wandb/watch.yaml

(limited to 'training/conf/callbacks/wandb')

diff --git a/training/conf/callbacks/wandb/checkpoints.yaml b/training/conf/callbacks/wandb/checkpoints.yaml
new file mode 100644
index 0000000..a4a16ff
--- /dev/null
+++ b/training/conf/callbacks/wandb/checkpoints.yaml
@@ -0,0 +1,4 @@
+upload_ckpts_as_artifact:
+  _target_: callbacks.wandb_callbacks.UploadCheckpointsAsArtifact
+  ckpt_dir: checkpoints/
+  upload_best_only: true
diff --git a/training/conf/callbacks/wandb/config.yaml b/training/conf/callbacks/wandb/config.yaml
new file mode 100644
index 0000000..747a7c6
--- /dev/null
+++ b/training/conf/callbacks/wandb/config.yaml
@@ -0,0 +1,2 @@
+upload_code_as_artifact:
+  _target_: callbacks.wandb_callbacks.UploadConfigAsArtifact
diff --git a/training/conf/callbacks/wandb/predictions.yaml b/training/conf/callbacks/wandb/predictions.yaml
new file mode 100644
index 0000000..573fa96
--- /dev/null
+++ b/training/conf/callbacks/wandb/predictions.yaml
@@ -0,0 +1,3 @@
+log_text_predictions:
+  _target_: callbacks.wandb_callbacks.LogTextPredictions
+  num_samples: 8
diff --git a/training/conf/callbacks/wandb/reconstructions.yaml b/training/conf/callbacks/wandb/reconstructions.yaml
new file mode 100644
index 0000000..92f2d12
--- /dev/null
+++ b/training/conf/callbacks/wandb/reconstructions.yaml
@@ -0,0 +1,4 @@
+log_image_reconstruction:
+  _target_: callbacks.wandb_callbacks.LogReconstuctedImages
+  num_samples: 8
+  use_sigmoid: true
diff --git a/training/conf/callbacks/wandb/swa.yaml b/training/conf/callbacks/wandb/swa.yaml
new file mode 100644
index 0000000..73f8c66
--- /dev/null
+++ b/training/conf/callbacks/wandb/swa.yaml
@@ -0,0 +1,7 @@
+stochastic_weight_averaging:
+  _target_: pytorch_lightning.callbacks.StochasticWeightAveraging
+  swa_epoch_start: 0.8
+  swa_lrs: 0.05
+  annealing_epochs: 10
+  annealing_strategy: cos
+  device: null
diff --git a/training/conf/callbacks/wandb/watch.yaml b/training/conf/callbacks/wandb/watch.yaml
new file mode 100644
index 0000000..511608c
--- /dev/null
+++ b/training/conf/callbacks/wandb/watch.yaml
@@ -0,0 +1,4 @@
+watch_model:
+  _target_: callbacks.wandb_callbacks.WatchModel
+  log: all
+  log_freq: 100
-- 
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